We dig into the Rails 8 Solid Trifecta, our thoughts on why fewer developers are taking jobs at startups, and a new buzzphrase: Framework Fatigue.

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• Startup Winter: Hacker News Lost its Faith — I believe we're entering what might be called a "Startup Winter" - not because startups have stopped being created, but because the mythology around them has frozen over.
• Introducing the Solid Trifecta | Rails 8 Unpacked - YouTube — The Solid Trifecta is a set of database adapters in Rails 8 that simplifies app development by replacing traditional RAM-based solutions like Redis with efficient, cost-effective database-backed tools. Solid Cable handles WebSocket messages, Solid Cache powers caching, and Solid Queue manages job queues, all using databases like MySQL, PostgreSQL, or SQLite.
• Framework Fatigue: The Real Reason Developers Get Angry About New Tech — As a developer trying to keep up with the latest tech, you find yourself in a familiar loop: check the landing page, watch the demo, star the GitHub repo “just in case,” and move on with your life. There’s only so much mental bandwidth to go around.

The CEO who bet on SwiftUI—and lost their job. Then poke some fun at Rust stans, SalesForce claims they're not hiring any developers in 2025, and more!

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• Sonos CEO steps down after app upgrade debacle — On its fiscal 2024 earnings call, Spence shared news that annual revenue had gone backwards by four percent, and admitted one reason for that result was “we mishandled the rollout of our new app.”
• Salesforce Will Hire No More Software Engineers in 2025 — “30% Productivity Boost” from AI
• Massive Memory Leaks in System76's Cosmic Desktop (Written in "Memory Safe" Rust) - YouTube — Plus: Hyprland developer weighs in, "No, I don't think it's beta ready :P"
• Reference Cycles Can Leak Memory - The Rust Programming Language — Rust’s memory safety guarantees make it difficult, but not impossible, to accidentally create memory that is never cleaned up (known as a memory leak). Preventing memory leaks entirely is not one of Rust’s guarantees, meaning memory leaks are memory safe in Rust.
• Handling memory leaks in Rust - LogRocket Blog — Once in a while, you may experience memory leaks in your Rust projects due to many factors, from unsafe code to shared references, etc. Ideally, you’ll want to fix these memory leaks and ensure your programs are efficient, which may lead to performance gains and resource safety.
• Memory leaks are memory safe, and there isn't much to do about it | /home/Samsai — Despite their potential for destruction, Rust considers memory leaks "memory safe" and thus doesn't aim to prevent them. Rust's design, however, makes it less easy to create memory leaks, since it uses a Resource Acquisition Is Initialization (RAII) pattern to abstract resource allocation and deallocation.
• Google Donates $1 Million to Donald Trump's Inaugural Fund — The total inauguration fund for the returning US president has already reached a record $170 billion, according to an ABC report.

CES 2025 Secrets Revealed: A developer’s dream or just more hype? Plus, NVIDIA flexes its AI muscles, and we're admittedly impressed. Then, our thoughts on Dell's historic rebrand.

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• ChatGPT Pro plan is making OpenAI lose money, CEO says — “I personally chose the price…and thought we would make some money,”
• OpenAI is losing money on its pricey ChatGPT Pro plan, CEO Sam Altman says — OpenAI is losing money on its pricey ChatGPT Pro plan, CEO Sam Altman says
• Nvidia’s Jensen Huang says AI agents are ‘a multi-trillion-dollar opportunity’ and ‘the age of AI Agentics is here’ — “The age of AI Agentics is here,” Huang told the crowd, describing a shift from generative AI to agentic AI—a future driven by intelligent AI agents capable of assisting with tasks across industries. Huang called this emerging sector "a multi-trillion-dollar opportunity," positioning Nvidia at the forefront of the movement.
• Nvidia announces next-gen RTX 5090 and RTX 5080 GPUs — Four new RTX 50-series GPUs are on the way, including the $1,999 RTX 5090 and $999 RTX 5080.
• Nvidia’s AI NPCs are no longer chatbots — they’re your new PUBG teammate — Nvidia says that ACE characters can use AI to “perceive, plan, and act like human players,” per a blog post. “Powered by generative AI, ACE will enable living, dynamic game worlds with companions that comprehend and support player goals, and enemies that adapt dynamically to player tactics.” The characters are powered by “small language models (SLMs)” that are “capable of planning at human-like frequencies required for realistic decision making” as well as “multi-modal SLMs for vision and audio that allow AI characters to hear audio cues and perceive their environment.”
• Nvidia announces $3,000 personal AI supercomputer called Project Digits — This desktop-sized system can handle AI models with up to 200 billion parameters.
• The World’s Smallest AI Supercomputer — A Grace Blackwell AI Supercomputer on your desk.
• NVIDIA Puts Grace Blackwell on Every Desk and at Every AI Developer’s Fingertips — Project DIGITS systems running Linux-based NVIDIA DGX OS
• Dell mocked at its own press launch for copying Apple's names — Now, most of the company’s new PCs will be divided into three tiers: Dell, Dell Pro and Dell Pro Max
• Apple Intelligence summaries might get warning labels. That’s not enough. — The BBC, following up on two reports of Apple Intelligence summaries that transformed its own headlines into factually inaccurate text, got a public response from Apple
• Nvidia’s stock heads for worst drop in months as CES speech lacked one big thing — We believe many investors were hoping for more concrete progress updates on the ramp of Blackwell and some input as to the company’s progress with its next-generation GPU platform, Rubin,” Benchmark Research analyst Cody Acree wrote in a note to clients.
• shoutrrr — Notification library for gophers and their furry friends.

Some debates never die, and this week, we’re reigniting one of our spiciest from the archives. Plus, our boldest 2025 predictions yet.

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• Nvidia's next move: Powering humanoid robots — The chipmaking giant Nvidia is leaning more heavily into robotics in 2025. More specifically, in the first half of the new year, confirms the Financial Times, Nvidia is launching a new generation of compact computers for humanoid robots called Jetson Thor.
• H1B Visa Salary Database 2024 — Search By Employer, Job, or City.
• Performance Data — As part of the U.S. Department of Labor's commitment to supporting the goals of an open and transparent government, this page provides easy access to employment-based immigration data organized in three main categories
• The H-1B Visa, Explained
• Musk vs. MAGA on H1-B visas - YouTube — CNBC’s Megan Cassella joins 'Squawk on the Street' to discuss Musk going against MAGA on H1-B visas.
• Ethan Evans on X — There are three simple economic arguments for increasing legal immigration by highly educated workers
• Mitchell Hashimoto on X — "r/linux": arguments about what "native" means, angry they have to click one link to learn what it is, disappointed that another terminal exists, 50-comment discussion about GTK vs QT
• Broken Money — Why Our Financial System Is Failing Us and How We Can Make It Better.

We’re taking a victory lap down memory lane. From spooky-accurate predictions to "did we really say that?" moments, this one’s for the history books.

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• Coder Radio 439: Github NoPilot — Microsoft has a bunch of new goodies for developers, but Mike is becoming more and more concerned about an insidious new feature.
• Coder Radio 421: Misdirected Request — Has Google already started its decline? Our surprising take. Plus the trouble with Co-Pilot, and a lot more.
• Coder Radio 472: Drunken Copilot — Mike just signed up for a year of GitHub Copilot and Chris tries to understand why. Then we catch each other up on some recent surprises.
• Most iPhone owners see little to no value in Apple Intelligence so far — A new survey by tech trade-in site SellCell found that AI is an important factor when choosing a new smartphone.
• markitdown — Python tool for converting files and office documents to Markdown.

Sam's Checkmate: How Open Source AI and Silicon Valley Kingmakers dethroned the OpenAI emperor! Plus, Tesla's API Apocalypse has arrived.

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• Tesla Is Screwing Over Dozens Of App Developers — Tesla is preparing to begin charging software developers to access the Application Programming Interface for its cars—something used by just about every third-party dev that builds software that integrates with Tesla's vehicles.
• Donald Trump Names David Sacks as White House AI and Crypto Czar — Intelligence and Cryptocurrency, two areas critical to the future of American competitiveness. David will focus on making America the clear global leader in both areas,”
• E129: Sam Altman plays chess with regulators, AI's "nuclear" potential, big pharma bundling & more - YouTube
• OpenAI launches a new $200 monthly subscription and an updated model — The company is also introducing ChatGPT Pro, a new $200 monthly subscription tier that includes unlimited access to OpenAI o1, GPT-4o, and Advanced Voice mode. It also includes a version of o1, exclusive to Pro users, that uses more compute to provide the best possible answer to the hardest problems (called o1 pro mode).
• Introducing ChatGPT Pro — ChatGPT Pro provides a way for researchers, engineers, and other individuals who use research-grade intelligence daily to accelerate their productivity and be at the cutting edge of advancements in AI.
• OpenAI explores advertising as it steps up revenue drive — OpenAI is discussing plans to introduce advertising to its artificial intelligence products, as the ChatGPT maker seeks new revenue sources as it restructures as a for-profit company.
• AI startups snatch San Francisco offices, use Zoom fatigue to recruit — “In-person teams have a magic to them,” Tratar said. “When one thing is going well it adds energy to the system and people get excited.”

GitHub has done the research, brought the receipts, and knows just what to do to get more developers into the flow state. Is it legit or hype? We’ll dig in. Plus, making the case that Rails is better low code than low code, and we help someone go from Pizza to Rust.

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• The ultimate guide to developer happiness — Five actionable tips and strategies to supercharge developer happiness—and a more innovative workplace.
• Rails is better low code than low code — Both arcs unfold before me in parallel …
• rust-query: Type safe query builder for rust — The goal of this library is to allow writing relational database queries using familiar Rust syntax. The library should guarantee that a query can not fail if it compiles.
• Intel CEO Pat Gelsinger retires — Intel has announced that CEO Pat Gelsinger has retired, effective December 1, and stepped down from the company’s board of directors.

A survey found that nearly 10% of developers are ghosts doing nothing - our thoughts on that, AI Big Brother as a service comes to the workplace, OpenAI's NYT standoff, and Google's growing problem.

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• Undergraduates with family income below $200,000 can expect to attend MIT tuition-free starting in 2025 — Newly expanded financial aid will cover tuition costs for admitted students from 80 percent of U.S. families.
• 9.5% of software engineers do virtually nothing: Ghost Engineers — We have data on the performance of >50k engineers from 100s of companies.
• DOJ wraps up ad tech trial: Google is “three times” a monopolist — "Google is once, twice, three times a monopolist," Teitelbaum said, while reinforcing that "these are the markets that make the free and open Internet possible."
• DOJ says Google must sell Chrome to crack open its search monopoly — The filing includes a broad range of requirements the DOJ hopes the court will impose on Google — from restricting the company from entering certain kinds of agreements to more broadly breaking the company up. The DOJ’s latest proposal doubles down on its request to spin out Google’s Chrome browser, which the government views as a key access point for searching the web.
• DOJ’s staggering proposal would hurt consumers and America’s global technological leadership — As just one example, DOJ’s proposal would literally require us to install not one but two separate choice screens before you could access Google Search on a Pixel phone you bought. And the design of those choice screens would have to be approved by the Technical Committee. And that’s just a small part of it. We wish we were making this up.
• Niantic quietly using Pokemon Go player data to train AI map models — The model uses geolocation information from scans players submit of real-world locations while playing Pokémon Go.
• Building a Large Geospatial Model to Achieve Spatial Intelligence – Niantic Labs — This scanning feature is completely optional – people have to visit a specific publicly-accessible location and click to scan. This allows Niantic to deliver new types of AR experiences for people to enjoy. Merely walking around playing our games does not train an AI model.
• Employee monitoring software has gone off the deep end with AI — Had the pleasure of sitting through a sales pitch for a pretty big "productivity monitoring" software suite this morning.
• OpenAI accidentally erases potential evidence in training data lawsuit — While OpenAI’s lawyers characterized the data erasure as a “glitch,” The New York Times’ attorneys noted they had “no reason to believe” it was intentional.
• Amazon to invest another $4 billion in Anthropic, OpenAI's biggest rival — The new funding brings the tech giant’s total investment to $8 billion, though Amazon will retain its position as a minority investor.
• AI’s Future and Nvidia’s Fortunes Ride on the Race to Pack More Chips Into One Place — Musk’s xAI and Meta are among firms building clusters of advanced chips
• Cold reading an ADHD affliction — You don't need a diagnosis to be a flawed human. It goes for all of us. So if you want to supercharge your morning's productivity routine by popping a pill or two of amphetamines, own it!
• Mike Launched a blog for Alice!

We react to Microsoft's new vision for the desktop PC, discuss the realities of working with large dependency chains in your projects, and discuss Google selling off Chrome. Then, we read some spicy tech CEO emails!

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• Chained to Complexity: Python Dependency Management — Dependency management in software development is often akin to playing an elaborate game of Jenga where everyone involved is on their third IPA: every block you move introduces the risk of toppling the tower which is becoming more wobbly over time.
• Windows 365 Link is a $349 mini PC that streams Windows from the cloud — Microsoft has created its own purpose-built device for the cloud-based version of Windows.
• Windows comes to the Meta Quest — “Full capabilities,” in this context, means that you’ll be able to access a local Windows PC or cloud instance of Windows (via Windows 365) from a Quest headset. Microsoft says it only takes “seconds” to connect, and likens the experience to a “private, high-quality, large, multi-monitor workstation.” We’ll be the judge of that.
• Microsoft’s new Windows Resiliency Initiative aims to avoid another CrowdStrike incident — Microsoft is working on a new framework to move Windows security vendors out of the kernel for antivirus scanning.
• US lawyers will reportedly try to force Google to sell Chrome and unbundle Android — Bloomberg reports that DOJ lawyers will try to break up Google’s search monopoly by targeting Chrome, Android, and AI Overviews.
• DOJ to seek Chrome sale - YouTube
• Inside Elon Musk’s messy breakup with OpenAI — Emails in Musk’s lawsuit against OpenAI expose the startup’s rocky origins.

Python's eating the world - and AI's helping it digest. A cheeky look at why this programming language is suddenly everywhere and the bizarre tale of how AI infiltrated the last place you'd expect.

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• AMD grabs a quarter of x86 market with desktop gains — AMD now accounts for 25 percent of all x86 processor shipments, but only made a slight increase in the past quarter against industry leader Intel in servers – the main gains came from the desktop market.
• Intel exec says Arrow Lake launch ‘just didn’t go as planned' — Intel’s Arrow Lake chips’ “bones are solid,” Hallock said during the interview. Still, the company has identified factors “that can combine to produce some pretty wild unintended effects.” Hallock was also clear that the new Arrow Lake performance issues are strictly Intel’s responsibility, and not the fault of Microsoft or anyone else.
• Announcing .NET 9 — Today, we are excited to announce the launch of .NET 9, the most productive, modern, secure, intelligent, and performant release of .NET yet. It’s the result of another year of effort on the part of thousands of developers from around the world.
• Octoverse: AI leads Python to top language as the number of global developers surges - The GitHub Blog — In this year’s Octoverse report, we study how public and open source activity on GitHub shows how AI is expanding as the global developer community surges in size.
• TensorFlow — TensorFlow makes it easy to create ML models that can run in any environment. Learn how to use the intuitive APIs through interactive code samples.
• NumPy - — The fundamental package for scientific computing with Python
• pandas - Python Data Analysis Library — pandas is a fast, powerful, flexible and easy to use open source data analysis and manipulation tool, built on top of the Python programming language.
• PyTorch — A rich ecosystem of tools and libraries extends PyTorch and supports development in computer vision, NLP and more.
• I’m a neurology ICU nurse. The creep of AI in our hospitals terrifies me — We didn’t call it AI at first. The first thing that happened was these new innovations just crept into our electronic medical record system. They were tools that monitored whether specific steps in patient treatment were being followed. If something was missed or hadn’t been done, the AI would send an alert. It was very primitive, and it was there to stop patients falling through the cracks.
• Text Editor Election Results
• Snippety - Productivity App for macOS — Snippety is a tool that will boost your everyday tasks by providing a quick access to your snippets. Snippety works flawlessly with every text field! Just press ⌘⇧Space, find your snippet, and hit ↩︎.

Malicious NPM packages are sneaking into codebases while FFmpeg devs prove old-school assembly skills can still smoke the competition. Plus, a rare bee species takes on Zuck's AI dreams.

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• Oops, Apple approved another illegal streaming app — A ‘productivity app’ that streams pirated movies seems to have slipped past Apple’s review process — and it’s far from the first one to do it.
• Why Avoiding Technical Debt Might Be Your Biggest Mistake — In this post, I’ll argue that technical debt isn’t inherently bad — it’s unmanaged technical debt that causes problems. Programmers who refuse to incur any technical debt pay a high price, using up one of a company’s most valuable resources: present time!
• Hundreds of code libraries posted to NPM try to install malware on dev machines — The malicious packages have names that are similar to legitimate ones for the Puppeteer and Bignum.js code libraries
• FFmpeg devs boast of up to 94x performance boost after implementing handwritten AVX-512 assembly code — The developers have created an optimized code path using the AVX-512 instruction set to accelerate specific functions within the FFmpeg multimedia processing library. By leveraging AVX-512, they were able to achieve significant performance improvements — from three to 94 times faster — compared to standard implementations. AVX-512 enables processing large chunks of data in parallel using 512-bit registers, which can handle up to 16 single-precision FLOPS or 8 double-precision FLOPS in one operation. This optimization is ideal for compute-heavy tasks in general, but in the case of video and image processing in particular.
• Regulators reject power deal for nuclear Amazon datacenters — Amazon has hit a roadblock in its plans for nuclear-powered US datacenters. Federal regulators rejected a deal that would let it draw more power from a Susquehanna plant to supply new bit barns next to the site, on the grounds this would set a precedent which may affect grid reliability and increase energy costs.
• Meta’s nuclear datacenter plan reportedly stung by bees — CEO Mark Zuckerberg reportedly told employees at an all-hands meeting that the discovery of a rare species of bees on the prospective build site had contributed to the cancellation of the datacenter project, according to The Financial Times.
• AI's energy appetite has Taiwan reconsidering nuclear option — The global surge in AI is placing unprecedented pressure on energy resources, with chipmakers such as TSMC consuming vast amounts of electricity to meet growing demand for advanced silicon. In response, Taiwan's government is signaling a potential shift in its longstanding opposition to nuclear energy to address its mounting power needs.
• Mike's Poll says it all. — Let’s celebrate Election Day by voting to “settle” a classic debate.